Classification on Compas (Accuracy, Disparity, and Entropy Metrics) benchmark leaderboard · SOTA2 Research

Classification on Compas (Accuracy, Disparity, and Entropy Metrics)

0.9579AccuracyUnit

Evaluation Results

Method	Links
Unit2026.01		0.9579	0.0958	0.0077	0.0283	0.062	0.41	11.37
Mixed kNN2026.01		0.9572	0.123	0.0258	0.0188	0.0702	0.44	11.22
Log. reg.2026.01		0.9554	0.0999	0.0076	0.0254	0.0618	0.41	10.74
Subset2026.01		0.9549	0.1069	0.0376	0.0172	0.0741	0.44	10.74
Mixed unit2026.01		0.9524	0.1089	0.0359	0.0184	0.0743	0.43	10.06
kNN2026.01		0.9502	0.1057	0.0066	0.019	0.0599	0.41	9.6